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The Machine Learning Engineer II role at Uber focuses on enhancing the Ads Machine Learning (Ads ML) team's capabilities to provide relevant ad recommendations across Uber's applications. The position involves defining and executing the Ads ML roadmap, with an emphasis on improving recommendation systems to benefit both users and merchants. This role is critical to the growth of Uber's Ads Business strategy, making it highly impactful.